# Time Cost Measurement on SLP-Math (Learner performance prediction) Source: [Time Cost Measurement on SLP-Math (Learner performance prediction)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:30.572Z Evaluation focusing specifically on the computational time cost required for models performing learner performance prediction on the SLP-Math dataset. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Learner performance prediction | | Dataset (including any stated split) | SLP-Math | | Metric | Time Cost | | Unit | TIME | | Direction | Lower is better | | Results loaded | 12 of 12 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Time Cost](): Lower is better; unit: TIME. ## Recorded results | Method | Time Cost | Result date | Report paper | | --- | --- | --- | --- | | DINA | 0.5 | Not recorded | 69608b6953fdd5c361744268 | | KSCD | 0.7 | Not recorded | 69608b6953fdd5c361744268 | | MIRT | 0.8 | Not recorded | 69608b6953fdd5c361744268 | | MF | 0.9 | Not recorded | 69608b6953fdd5c361744268 | | IRT | 1.1 | Not recorded | 69608b6953fdd5c361744268 | | KaNCD | 1.4 | Not recorded | 69608b6953fdd5c361744268 | | NCD | 1.8 | Not recorded | 69608b6953fdd5c361744268 | | ORCDF | 5.5 | Not recorded | 69608b6953fdd5c361744268 | | EMO-NAS-CD | 30.6 | Not recorded | 69608b6953fdd5c361744268 | | RCD | 31.3 | Not recorded | 69608b6953fdd5c361744268 | | ReliCD | 48.6 | Not recorded | 69608b6953fdd5c361744268 | | OSCD | 51.7 | Not recorded | 69608b6953fdd5c361744268 | ### DINA Time Cost: 0.5. Result ID: 6998b0995698665ec4136272. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KSCD Time Cost: 0.7. Result ID: 6998b0995698665ec4136278. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIRT Time Cost: 0.8. Result ID: 6998b0995698665ec4136274. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MF Time Cost: 0.9. Result ID: 6998b0995698665ec4136275. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IRT Time Cost: 1.1. Result ID: 6998b0995698665ec4136273. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KaNCD Time Cost: 1.4. Result ID: 6998b0995698665ec4136279. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NCD Time Cost: 1.8. Result ID: 6998b0995698665ec4136276. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ORCDF Time Cost: 5.5. Result ID: 6998b0995698665ec413627b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMO-NAS-CD Time Cost: 30.6. Result ID: 6998b0995698665ec413627c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RCD Time Cost: 31.3. Result ID: 6998b0995698665ec4136277. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ReliCD Time Cost: 48.6. Result ID: 6998b0995698665ec413627a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OSCD Time Cost: 51.7. Result ID: 6998b0995698665ec413627d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.